Can artificial intelligence accelerate fluid mechanics research?
D Drikakis, F Sofos - Fluids, 2023 - mdpi.com
The significant growth of artificial intelligence (AI) methods in machine learning (ML) and
deep learning (DL) has opened opportunities for fluid dynamics and its applications in …
deep learning (DL) has opened opportunities for fluid dynamics and its applications in …
Bridging Innovations of Phase Change Heat Transfer to Electrochemical Gas Evolution Reactions
Bubbles play a ubiquitous role in electrochemical gas evolution reactions. However, a
mechanistic understanding of how bubbles affect the energy efficiency of electrochemical …
mechanistic understanding of how bubbles affect the energy efficiency of electrochemical …
Perspectives on superhydrophobic surface durability
Superhydrophobicity is a remarkable adaptation observed in various natural surfaces, which
can potentially play a crucial role in the efficient functioning of numerous applications. The …
can potentially play a crucial role in the efficient functioning of numerous applications. The …
Unveiling the fundamentals of flow boiling heat transfer enhancement on structured surfaces
Micro-and nanostructured surfaces offer the potential to enhance two-phase heat transfer.
However, the mechanisms behind these enhancements are not well-understood due to …
However, the mechanisms behind these enhancements are not well-understood due to …
[HTML][HTML] Ambient-mediated wetting on smooth surfaces
A consensus was built in the first half of the 20th century, which was further debated more
than 3 decades ago, that the wettability and condensation mechanisms on smooth solid …
than 3 decades ago, that the wettability and condensation mechanisms on smooth solid …
Agglomerate Engineering to Boost PEM Water Electrolyzer Performance
Densely packed IrOx‐ionomer agglomerates play a crucial role in the high mass transport
resistance inside the anode catalyst layer (ACL), which in turn greatly affects the electrolysis …
resistance inside the anode catalyst layer (ACL), which in turn greatly affects the electrolysis …
Recent progress in films with nanoengineered surfaces via bubble-induced self-assembly for energy applications
Films with nanoengineered surfaces have been extensively utilized in a variety of energy-
related applications such as water desalination, thermal management and solar steam …
related applications such as water desalination, thermal management and solar steam …
Enhanced refrigerant flow boiling heat transfer in microstructured finned surfaces
Flow boiling is used in air-conditioning and refrigeration, thermal management of
electronics, distillation, chemical synthesis, desalination, power generation, and cryogenics …
electronics, distillation, chemical synthesis, desalination, power generation, and cryogenics …
The synergistic effect of micro/nanostructure length scale and fluid thermophysical properties on pool boiling heat transfer
Facile surface micro/nanostructuring techniques for additively-manufactured (AM) aluminum
alloy (AlSi10Mg) have recently been developed. The structuring techniques are not only …
alloy (AlSi10Mg) have recently been developed. The structuring techniques are not only …
[HTML][HTML] Etching-enabled ultra-scalable micro and nanosculpturing of metal surfaces for enhanced thermal performance
Incorporation of micro-and nanostructures on metals can improve thermal performance in a
variety of applications. In this work, we demonstrate two independent highly scalable and …
variety of applications. In this work, we demonstrate two independent highly scalable and …